| Understanding the true effects of the COVID-19 lockdown on air pollution by means of machine learning M Lovric, K Pavlović, M Vuković, SK Grange, M Haberl, R Kern Environmental Pollution, 2020 | 81 | 2020 |
| PySpark and RDKit: Moving towards Big Data in Cheminformatics M Lovrić, JM Molero, R Kern Molecular Informatics 38 (6), 2019 | 64 | 2019 |
| Machine learning in prediction of intrinsic aqueous solubility of drug-like compounds: generalization, complexity or predictive ability? M Lovrić, K Pavlović, P Žuvela, A Spataru, B Lučić, R Kern, MW Wong Journal of Chemometrics, 2021 | 50 | 2021 |
| Assessment of river sediment toxicity: Combining empirical zebrafish embryotoxicity testing with in silico toxicity characterization S Babić, J Barišić, D Stipaničev, S Repec, M Lovrić, O Malev, ... Science of the total environment 643, 435-450, 2018 | 45 | 2018 |
| Applying machine learning methods to better understand, model and estimate mass concentrations of traffic-related pollutants at a typical street canyon I Šimić, M Lovrić, R Godec, M Kröll, I Bešlić Environmental pollution 263, 114587, 2020 | 40 | 2020 |
| Toxicity prediction and effect characterization of 90 pharmaceuticals and illicit drugs measured in plasma of fish from a major European river (Sava, Croatia) O Malev, M Lovrić, D Stipaničev, S Repec, D Martinović-Weigelt, ... Environmental pollution 266, 115162, 2020 | 39 | 2020 |
| Estimation of Random Accuracy and its Use in Validation of Predictive Quality of Classification Models within Predictive Challenges Bono Lučić, Jadranko Batista, Viktor Bojović, Mario Lovrić, Ana Sović Kržić ... Croatica Chemica Acta 92 (3), 1-13, 2019 | 37* | 2019 |
| Plant resistome profiling in evolutionary old bog vegetation provides new clues to understand emergence of multi-resistance MM Obermeier, WA Wicaksono, J Taffner, A Bergna, A Poehlein, ... The ISME Journal, 2020 | 35 | 2020 |
| Ensemble learning approaches to data imbalance and competing objectives in design of an industrial machine vision system P Zuvela, M Lovric, A Yousefian-Jazi, JJ Liu Industrial & Engineering Chemistry Research 59 (10), 4636-4645, 2020 | 23 | 2020 |
| Adherence to Mediterranean Diet and Maternal Lifestyle during Pregnancy: Island–Mainland Differentiation in the CRIBS Birth Cohort SM Dubravka Havaš Auguštin, Jelena Šarac, Mario Lovrić, Jelena Živković ... Nutrients 12 (8), 2179, 2020 | 22 | 2020 |
| Pollution Sources and Carcinogenic Risk of PAHs in PM1 Particle Fraction in an Urban Area I Jakovljević, Z Sever Štrukil, R Godec, I Bešlić, S Davila, M Lovrić, ... International Journal of Environmental Research and Public Health 17 (24), 9587, 2020 | 21 | 2020 |
| Should we embed in chemistry? A comparison of unsupervised transfer learning with PCA, UMAP, and VAE on molecular fingerprints M Lovrić, T Đuričić, HTN Tran, H Hussain, E Lacić, MA Rasmussen, ... Pharmaceuticals 14 (8), 758, 2021 | 20 | 2021 |
| Theory-inspired machine learning—towards a synergy between knowledge and data JG Hoffer, AB Ofner, FM Rohrhofer, M Lovrić, R Kern, S Lindstaedt, ... Welding in the World 66 (7), 1291-1304, 2022 | 18 | 2022 |
| Predicting Treatment Outcomes Using Explainable Machine Learning in Children with Asthma M Lovrić, I Banić, E Lacić, R Kern, K Pavlović, M Turkalj Children 8 (5), 2021 | 17 | 2021 |
| Collaborative data use between private and public stakeholders—a regional case study C Jean-Quartier, M Rey Mazón, M Lovrić, S Stryeck Data 7 (2), 20, 2022 | 15 | 2022 |
| A Generation Shift in Mediterranean Diet Adherence and Its Association with Biological Markers and Health in Dalmatia, Croatia J Šarac, D Havaš Auguštin, M Lovric, S Stryeck, I Šunic, N Novokmet, ... Nutrients 13 (12), 2021 | 14 | 2021 |
| Affinity of Antifungal Isoxazolo [3, 4-b] pyridine-3 (1H)-Ones to Phospholipids in Immobilized Artificial Membrane (IAM) Chromatography K Ciura, J Fedorowicz, P Žuvela, M Lovrić, H Kapica, P Baranowski, ... Molecules 25 (20), 4835, 2020 | 14 | 2020 |
| Combining short-term bioassays using fish and crustacean model organisms with ToxCast in vitro data and broad-spectrum chemical analysis for environmental risk assessment of … O Malev, S Babić, AS Cota, D Stipaničev, S Repec, M Drnić, M Lovrić, ... Environmental pollution 292, 118440, 2022 | 13 | 2022 |
| Machine learning and meteorological normalization for assessment of particulate matter changes during the COVID-19 lockdown in Zagreb, Croatia M Lovrić, M Antunović, I Šunić, M Vuković, S Kecorius, M Kröll, I Bešlić, ... International journal of environmental research and public health 19 (11), 6937, 2022 | 11 | 2022 |
| Predictive capability of QSAR models based on the CompTox zebrafish embryo assays: An imbalanced classification problem M Lovrić, O Malev, G Klobučar, R Kern, JJ Liu, B Lučić Molecules 26 (6), 1617, 2021 | 11 | 2021 |
Roman KernKnow Center, Graz University of Technology在 know-center.at 的电子邮件经过验证
